Connected analytics
Retrieve available profile, publication and engagement metrics from each authorized platform without blending unlike measurements.
Cross-platform creator intelligence
Turn every upload into evidence.
SciBender brings authorized performance data from YouTube, Instagram and TikTok into one research workspace—so creators can compare what happened, understand why and decide what to make next.
SBYouTubeInstagramTikTok
AuthorizedYou choose every connected account.
TraceableMetrics retain source and retrieval context.
ComparablePlatform differences remain explicit.
ControlledConnections can be revoked at any time.
One operational view
Built for the questions behind the numbers.
SciBender separates public counters, deeper platform insights and unavailable fields. The result is a record you can inspect instead of a dashboard that hides its assumptions.
Research pipeline
Organize observations, patterns and comparisons around the work you publish—not around isolated vanity metrics.
Reviewable evidence
Preserve retrieval time, source context and coverage limitations so every conclusion can be checked later.
Evidence-first method
Platform truth, without false equivalence.
Each network exposes different metrics, windows and privacy thresholds. SciBender reports those boundaries directly instead of inventing missing data.
Raw and processed, side by side
Source responses support reproducibility; normalized measurements support comparison.
- Provider reporting bases remain identifiable
- UTC retrieval timestamps are preserved
- Unavailable fields retain a reason
Your accounts stay under your control
Connections use platform authorization. SciBender stores credentials server-side, requests only configured permissions and supports disconnection.
- No password collection for connected platforms
- No sale of connected-account data
- Deletion and privacy requests accepted by email
Look again—with the evidence in view.
Bring your creator accounts into a workspace designed for careful comparison, transparent coverage and better decisions.
Open the private Studio